Overview
Brought to you by YData
Dataset statistics
| Number of variables | 12 |
|---|---|
| Number of observations | 100 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 9.5 KiB |
| Average record size in memory | 97.3 B |
Variable types
| Numeric | 1 |
|---|---|
| Text | 10 |
| DateTime | 1 |
Reproduction
| Analysis started | 2025-04-06 19:30:10.029993 |
|---|---|
| Analysis finished | 2025-04-06 19:30:14.236653 |
| Duration | 4.21 seconds |
| Software version | ydata-profiling vv4.12.1 |
| Download configuration | config.json |
Variables
Index
Real number (ℝ)
Uniform  Unique 
| Distinct | 100 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 50.5 |
| Minimum | 1 |
|---|---|
| Maximum | 100 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 932.0 B |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 5.95 |
| Q1 | 25.75 |
| median | 50.5 |
| Q3 | 75.25 |
| 95-th percentile | 95.05 |
| Maximum | 100 |
| Range | 99 |
| Interquartile range (IQR) | 49.5 |
Descriptive statistics
| Standard deviation | 29.011492 |
|---|---|
| Coefficient of variation (CV) | 0.57448499 |
| Kurtosis | -1.2 |
| Mean | 50.5 |
| Median Absolute Deviation (MAD) | 25 |
| Skewness | 0 |
| Sum | 5050 |
| Variance | 841.66667 |
| Monotonicity | Strictly increasing |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 1 | 1 | 1.0% |
| 64 | 1 | 1.0% |
| 74 | 1 | 1.0% |
| 73 | 1 | 1.0% |
| 72 | 1 | 1.0% |
| 71 | 1 | 1.0% |
| 70 | 1 | 1.0% |
| 69 | 1 | 1.0% |
| 68 | 1 | 1.0% |
| 67 | 1 | 1.0% |
| Other values (90) | 90 |
| Value | Count | Frequency (%) |
| 1 | 1 | |
| 2 | 1 | |
| 3 | 1 | |
| 4 | 1 | |
| 5 | 1 | |
| 6 | 1 | |
| 7 | 1 | |
| 8 | 1 | |
| 9 | 1 | |
| 10 | 1 |
| Value | Count | Frequency (%) |
| 100 | 1 | |
| 99 | 1 | |
| 98 | 1 | |
| 97 | 1 | |
| 96 | 1 | |
| 95 | 1 | |
| 94 | 1 | |
| 93 | 1 | |
| 92 | 1 | |
| 91 | 1 |
Customer Id
Text
Unique 
| Distinct | 100 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 932.0 B |
Length
| Max length | 15 |
|---|---|
| Median length | 15 |
| Mean length | 15 |
| Min length | 15 |
Unique
| Unique | 100 ? |
|---|---|
| Unique (%) | 100.0% |
Sample
| 1st row | DD37Cf93aecA6Dc |
|---|---|
| 2nd row | 1Ef7b82A4CAAD10 |
| 3rd row | 6F94879bDAfE5a6 |
| 4th row | 5Cef8BFA16c5e3c |
| 5th row | 053d585Ab6b3159 |
| Value | Count | Frequency (%) |
| dd37cf93aeca6dc | 1 | 1.0% |
| e35426ebdeceaff | 1 | 1.0% |
| 6f94879bdafe5a6 | 1 | 1.0% |
| 5cef8bfa16c5e3c | 1 | 1.0% |
| 053d585ab6b3159 | 1 | 1.0% |
| 2d08fb17ee273f4 | 1 | 1.0% |
| ea4d384dfdbbf77 | 1 | 1.0% |
| 0e04afde9f225de | 1 | 1.0% |
| c2de4deec489ae0 | 1 | 1.0% |
| 8c2811a503c7c5a | 1 | 1.0% |
| Other values (90) | 90 |
Most occurring characters
| Value | Count | Frequency (%) |
| F | 80 | 5.3% |
| e | 76 | 5.1% |
| 0 | 75 | 5.0% |
| 8 | 74 | 4.9% |
| f | 74 | 4.9% |
| 2 | 74 | 4.9% |
| E | 74 | 4.9% |
| D | 73 | 4.9% |
| a | 71 | 4.7% |
| 1 | 71 | 4.7% |
| Other values (12) | 758 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 663 | |
| Lowercase Letter | 422 | |
| Uppercase Letter | 415 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 75 | |
| 8 | 74 | |
| 2 | 74 | |
| 1 | 71 | |
| 6 | 69 | |
| 9 | 67 | |
| 3 | 66 | |
| 7 | 58 | |
| 4 | 58 | |
| 5 | 51 |
Uppercase Letter
| Value | Count | Frequency (%) |
| F | 80 | |
| E | 74 | |
| D | 73 | |
| A | 70 | |
| B | 61 | |
| C | 57 |
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 76 | |
| f | 74 | |
| a | 71 | |
| b | 69 | |
| c | 67 | |
| d | 65 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 837 | |
| Common | 663 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| F | 80 | |
| e | 76 | |
| f | 74 | |
| E | 74 | |
| D | 73 | |
| a | 71 | |
| A | 70 | |
| b | 69 | |
| c | 67 | |
| d | 65 | |
| Other values (2) | 118 |
Common
| Value | Count | Frequency (%) |
| 0 | 75 | |
| 8 | 74 | |
| 2 | 74 | |
| 1 | 71 | |
| 6 | 69 | |
| 9 | 67 | |
| 3 | 66 | |
| 7 | 58 | |
| 4 | 58 | |
| 5 | 51 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 1500 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| F | 80 | 5.3% |
| e | 76 | 5.1% |
| 0 | 75 | 5.0% |
| 8 | 74 | 4.9% |
| f | 74 | 4.9% |
| 2 | 74 | 4.9% |
| E | 74 | 4.9% |
| D | 73 | 4.9% |
| a | 71 | 4.7% |
| 1 | 71 | 4.7% |
| Other values (12) | 758 |
First Name
Text
| Distinct | 93 |
|---|---|
| Distinct (%) | 93.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 932.0 B |
Length
| Max length | 10 |
|---|---|
| Median length | 9 |
| Mean length | 5.89 |
| Min length | 3 |
Unique
| Unique | 86 ? |
|---|---|
| Unique (%) | 86.0% |
Sample
| 1st row | Sheryl |
|---|---|
| 2nd row | Preston |
| 3rd row | Roy |
| 4th row | Linda |
| 5th row | Joanna |
| Value | Count | Frequency (%) |
| sheryl | 2 | 2.0% |
| tom | 2 | 2.0% |
| shane | 2 | 2.0% |
| sherry | 2 | 2.0% |
| faith | 2 | 2.0% |
| joanna | 2 | 2.0% |
| lynn | 2 | 2.0% |
| dakota | 1 | 1.0% |
| roy | 1 | 1.0% |
| linda | 1 | 1.0% |
| Other values (83) | 83 |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 72 | |
| e | 66 | 11.2% |
| n | 53 | 9.0% |
| r | 47 | 8.0% |
| i | 45 | 7.6% |
| l | 40 | 6.8% |
| o | 27 | 4.6% |
| y | 23 | 3.9% |
| t | 21 | 3.6% |
| h | 19 | 3.2% |
| Other values (34) | 176 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 489 | |
| Uppercase Letter | 100 | 17.0% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| a | 72 | |
| e | 66 | |
| n | 53 | |
| r | 47 | |
| i | 45 | |
| l | 40 | |
| o | 27 | 5.5% |
| y | 23 | 4.7% |
| t | 21 | 4.3% |
| h | 19 | 3.9% |
| Other values (14) | 76 |
Uppercase Letter
| Value | Count | Frequency (%) |
| C | 11 | 11.0% |
| S | 10 | 10.0% |
| K | 8 | 8.0% |
| L | 8 | 8.0% |
| R | 7 | 7.0% |
| J | 7 | 7.0% |
| D | 6 | 6.0% |
| F | 5 | 5.0% |
| G | 5 | 5.0% |
| A | 5 | 5.0% |
| Other values (10) | 28 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 589 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| a | 72 | |
| e | 66 | 11.2% |
| n | 53 | 9.0% |
| r | 47 | 8.0% |
| i | 45 | 7.6% |
| l | 40 | 6.8% |
| o | 27 | 4.6% |
| y | 23 | 3.9% |
| t | 21 | 3.6% |
| h | 19 | 3.2% |
| Other values (34) | 176 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 589 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| a | 72 | |
| e | 66 | 11.2% |
| n | 53 | 9.0% |
| r | 47 | 8.0% |
| i | 45 | 7.6% |
| l | 40 | 6.8% |
| o | 27 | 4.6% |
| y | 23 | 3.9% |
| t | 21 | 3.6% |
| h | 19 | 3.2% |
| Other values (34) | 176 |
Last Name
Text
| Distinct | 97 |
|---|---|
| Distinct (%) | 97.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 932.0 B |
Length
| Max length | 11 |
|---|---|
| Median length | 9 |
| Mean length | 5.94 |
| Min length | 3 |
Unique
| Unique | 94 ? |
|---|---|
| Unique (%) | 94.0% |
Sample
| 1st row | Baxter |
|---|---|
| 2nd row | Lozano |
| 3rd row | Berry |
| 4th row | Olsen |
| 5th row | Bender |
| Value | Count | Frequency (%) |
| greer | 2 | 2.0% |
| mata | 2 | 2.0% |
| foley | 2 | 2.0% |
| bradshaw | 1 | 1.0% |
| lutz | 1 | 1.0% |
| bender | 1 | 1.0% |
| downs | 1 | 1.0% |
| peck | 1 | 1.0% |
| mullen | 1 | 1.0% |
| meyers | 1 | 1.0% |
| Other values (87) | 87 |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 61 | 10.3% |
| n | 53 | 8.9% |
| e | 51 | 8.6% |
| o | 51 | 8.6% |
| r | 44 | 7.4% |
| l | 29 | 4.9% |
| s | 29 | 4.9% |
| i | 24 | 4.0% |
| t | 20 | 3.4% |
| d | 19 | 3.2% |
| Other values (36) | 213 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 494 | |
| Uppercase Letter | 100 | 16.8% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| a | 61 | |
| n | 53 | |
| e | 51 | |
| o | 51 | |
| r | 44 | 8.9% |
| l | 29 | 5.9% |
| s | 29 | 5.9% |
| i | 24 | 4.9% |
| t | 20 | 4.0% |
| d | 19 | 3.8% |
| Other values (15) | 113 |
Uppercase Letter
| Value | Count | Frequency (%) |
| M | 14 | |
| H | 12 | |
| G | 10 | |
| B | 8 | 8.0% |
| F | 7 | 7.0% |
| C | 6 | 6.0% |
| D | 6 | 6.0% |
| S | 5 | 5.0% |
| P | 5 | 5.0% |
| L | 4 | 4.0% |
| Other values (11) | 23 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 594 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| a | 61 | 10.3% |
| n | 53 | 8.9% |
| e | 51 | 8.6% |
| o | 51 | 8.6% |
| r | 44 | 7.4% |
| l | 29 | 4.9% |
| s | 29 | 4.9% |
| i | 24 | 4.0% |
| t | 20 | 3.4% |
| d | 19 | 3.2% |
| Other values (36) | 213 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 594 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| a | 61 | 10.3% |
| n | 53 | 8.9% |
| e | 51 | 8.6% |
| o | 51 | 8.6% |
| r | 44 | 7.4% |
| l | 29 | 4.9% |
| s | 29 | 4.9% |
| i | 24 | 4.0% |
| t | 20 | 3.4% |
| d | 19 | 3.2% |
| Other values (36) | 213 |
Company
Text
| Distinct | 99 |
|---|---|
| Distinct (%) | 99.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 932.0 B |
Length
| Max length | 31 |
|---|---|
| Median length | 24.5 |
| Mean length | 16.99 |
| Min length | 8 |
Unique
| Unique | 98 ? |
|---|---|
| Unique (%) | 98.0% |
Sample
| 1st row | Rasmussen Group |
|---|---|
| 2nd row | Vega-Gentry |
| 3rd row | Murillo-Perry |
| 4th row | Dominguez, Mcmillan and Donovan |
| 5th row | Martin, Lang and Andrade |
| Value | Count | Frequency (%) |
| and | 39 | 16.2% |
| plc | 6 | 2.5% |
| group | 6 | 2.5% |
| llc | 6 | 2.5% |
| ltd | 6 | 2.5% |
| sons | 5 | 2.1% |
| inc | 4 | 1.7% |
| giles | 2 | 0.8% |
| brennan | 2 | 0.8% |
| johnson | 2 | 0.8% |
| Other values (154) | 162 |
Most occurring characters
| Value | Count | Frequency (%) |
| n | 162 | 9.5% |
| a | 149 | 8.8% |
| 140 | 8.2% | |
| e | 128 | 7.5% |
| r | 116 | 6.8% |
| o | 100 | 5.9% |
| d | 76 | 4.5% |
| s | 71 | 4.2% |
| t | 66 | 3.9% |
| i | 60 | 3.5% |
| Other values (39) | 631 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 1234 | |
| Uppercase Letter | 258 | 15.2% |
| Space Separator | 140 | 8.2% |
| Other Punctuation | 34 | 2.0% |
| Dash Punctuation | 33 | 1.9% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| n | 162 | |
| a | 149 | |
| e | 128 | |
| r | 116 | |
| o | 100 | 8.1% |
| d | 76 | 6.2% |
| s | 71 | 5.8% |
| t | 66 | 5.3% |
| i | 60 | 4.9% |
| l | 50 | 4.1% |
| Other values (14) | 256 |
Uppercase Letter
| Value | Count | Frequency (%) |
| L | 34 | |
| C | 32 | |
| M | 30 | |
| S | 25 | |
| P | 19 | 7.4% |
| H | 19 | 7.4% |
| G | 17 | 6.6% |
| B | 13 | 5.0% |
| W | 11 | 4.3% |
| A | 10 | 3.9% |
| Other values (12) | 48 |
Space Separator
| Value | Count | Frequency (%) |
| 140 |
Other Punctuation
| Value | Count | Frequency (%) |
| , | 34 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 33 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 1492 | |
| Common | 207 | 12.2% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| n | 162 | 10.9% |
| a | 149 | 10.0% |
| e | 128 | 8.6% |
| r | 116 | 7.8% |
| o | 100 | 6.7% |
| d | 76 | 5.1% |
| s | 71 | 4.8% |
| t | 66 | 4.4% |
| i | 60 | 4.0% |
| l | 50 | 3.4% |
| Other values (36) | 514 |
Common
| Value | Count | Frequency (%) |
| 140 | ||
| , | 34 | 16.4% |
| - | 33 | 15.9% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 1699 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| n | 162 | 9.5% |
| a | 149 | 8.8% |
| 140 | 8.2% | |
| e | 128 | 7.5% |
| r | 116 | 6.8% |
| o | 100 | 5.9% |
| d | 76 | 4.5% |
| s | 71 | 4.2% |
| t | 66 | 3.9% |
| i | 60 | 3.5% |
| Other values (39) | 631 |
City
Text
Unique 
| Distinct | 100 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 932.0 B |
Length
| Max length | 19 |
|---|---|
| Median length | 16 |
| Mean length | 12.38 |
| Min length | 7 |
Unique
| Unique | 100 ? |
|---|---|
| Unique (%) | 100.0% |
Sample
| 1st row | East Leonard |
|---|---|
| 2nd row | East Jimmychester |
| 3rd row | Isabelborough |
| 4th row | Bensonview |
| 5th row | West Priscilla |
| Value | Count | Frequency (%) |
| east | 12 | 7.6% |
| south | 11 | 7.0% |
| lake | 9 | 5.7% |
| west | 8 | 5.1% |
| north | 7 | 4.5% |
| new | 6 | 3.8% |
| port | 4 | 2.5% |
| priscilla | 1 | 0.6% |
| chavezborough | 1 | 0.6% |
| ana | 1 | 0.6% |
| Other values (97) | 97 |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 116 | 9.4% |
| a | 96 | 7.8% |
| r | 93 | 7.5% |
| t | 86 | 6.9% |
| o | 86 | 6.9% |
| n | 74 | 6.0% |
| i | 67 | 5.4% |
| h | 62 | 5.0% |
| s | 60 | 4.8% |
| 57 | 4.6% | |
| Other values (37) | 441 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 1024 | |
| Uppercase Letter | 157 | 12.7% |
| Space Separator | 57 | 4.6% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 116 | |
| a | 96 | |
| r | 93 | 9.1% |
| t | 86 | 8.4% |
| o | 86 | 8.4% |
| n | 74 | 7.2% |
| i | 67 | 6.5% |
| h | 62 | 6.1% |
| s | 60 | 5.9% |
| l | 47 | 4.6% |
| Other values (14) | 237 |
Uppercase Letter
| Value | Count | Frequency (%) |
| S | 19 | |
| E | 17 | |
| J | 16 | |
| N | 15 | |
| L | 14 | 8.9% |
| W | 11 | 7.0% |
| C | 9 | 5.7% |
| A | 7 | 4.5% |
| P | 7 | 4.5% |
| D | 6 | 3.8% |
| Other values (12) | 36 |
Space Separator
| Value | Count | Frequency (%) |
| 57 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 1181 | |
| Common | 57 | 4.6% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 116 | 9.8% |
| a | 96 | 8.1% |
| r | 93 | 7.9% |
| t | 86 | 7.3% |
| o | 86 | 7.3% |
| n | 74 | 6.3% |
| i | 67 | 5.7% |
| h | 62 | 5.2% |
| s | 60 | 5.1% |
| l | 47 | 4.0% |
| Other values (36) | 394 |
Common
| Value | Count | Frequency (%) |
| 57 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 1238 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| e | 116 | 9.4% |
| a | 96 | 7.8% |
| r | 93 | 7.5% |
| t | 86 | 6.9% |
| o | 86 | 6.9% |
| n | 74 | 6.0% |
| i | 67 | 5.4% |
| h | 62 | 5.0% |
| s | 60 | 4.8% |
| 57 | 4.6% | |
| Other values (37) | 441 |
Country
Text
| Distinct | 85 |
|---|---|
| Distinct (%) | 85.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 932.0 B |
Length
| Max length | 44 |
|---|---|
| Median length | 26 |
| Mean length | 11.51 |
| Min length | 4 |
Unique
| Unique | 72 ? |
|---|---|
| Unique (%) | 72.0% |
Sample
| 1st row | Chile |
|---|---|
| 2nd row | Djibouti |
| 3rd row | Antigua and Barbuda |
| 4th row | Dominican Republic |
| 5th row | Slovakia (Slovak Republic) |
| Value | Count | Frequency (%) |
| islands | 8 | 4.9% |
| and | 7 | 4.3% |
| republic | 5 | 3.0% |
| solomon | 4 | 2.4% |
| the | 4 | 2.4% |
| south | 4 | 2.4% |
| united | 4 | 2.4% |
| saint | 3 | 1.8% |
| zimbabwe | 2 | 1.2% |
| states | 2 | 1.2% |
| Other values (103) | 121 |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 144 | 12.5% |
| n | 99 | 8.6% |
| i | 93 | 8.1% |
| e | 86 | 7.5% |
| 64 | 5.6% | |
| o | 61 | 5.3% |
| r | 60 | 5.2% |
| t | 49 | 4.3% |
| l | 48 | 4.2% |
| s | 46 | 4.0% |
| Other values (43) | 401 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 931 | |
| Uppercase Letter | 152 | 13.2% |
| Space Separator | 64 | 5.6% |
| Dash Punctuation | 1 | 0.1% |
| Open Punctuation | 1 | 0.1% |
| Close Punctuation | 1 | 0.1% |
| Other Punctuation | 1 | 0.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| a | 144 | |
| n | 99 | |
| i | 93 | |
| e | 86 | |
| o | 61 | 6.6% |
| r | 60 | 6.4% |
| t | 49 | 5.3% |
| l | 48 | 5.2% |
| s | 46 | 4.9% |
| d | 39 | 4.2% |
| Other values (15) | 206 |
Uppercase Letter
| Value | Count | Frequency (%) |
| S | 25 | |
| B | 13 | 8.6% |
| I | 11 | 7.2% |
| M | 11 | 7.2% |
| P | 10 | 6.6% |
| A | 8 | 5.3% |
| G | 7 | 4.6% |
| L | 7 | 4.6% |
| T | 7 | 4.6% |
| U | 6 | 3.9% |
| Other values (13) | 47 |
Space Separator
| Value | Count | Frequency (%) |
| 64 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 1 |
Open Punctuation
| Value | Count | Frequency (%) |
| ( | 1 |
Close Punctuation
| Value | Count | Frequency (%) |
| ) | 1 |
Other Punctuation
| Value | Count | Frequency (%) |
| ' | 1 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 1083 | |
| Common | 68 | 5.9% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| a | 144 | |
| n | 99 | 9.1% |
| i | 93 | 8.6% |
| e | 86 | 7.9% |
| o | 61 | 5.6% |
| r | 60 | 5.5% |
| t | 49 | 4.5% |
| l | 48 | 4.4% |
| s | 46 | 4.2% |
| d | 39 | 3.6% |
| Other values (38) | 358 |
Common
| Value | Count | Frequency (%) |
| 64 | ||
| - | 1 | 1.5% |
| ( | 1 | 1.5% |
| ) | 1 | 1.5% |
| ' | 1 | 1.5% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 1151 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| a | 144 | 12.5% |
| n | 99 | 8.6% |
| i | 93 | 8.1% |
| e | 86 | 7.5% |
| 64 | 5.6% | |
| o | 61 | 5.3% |
| r | 60 | 5.2% |
| t | 49 | 4.3% |
| l | 48 | 4.2% |
| s | 46 | 4.0% |
| Other values (43) | 401 |
Phone 1
Text
Unique 
| Distinct | 100 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 932.0 B |
Length
| Max length | 22 |
|---|---|
| Median length | 19 |
| Mean length | 15.96 |
| Min length | 10 |
Unique
| Unique | 100 ? |
|---|---|
| Unique (%) | 100.0% |
Sample
| 1st row | 229.077.5154 |
|---|---|
| 2nd row | 5153435776 |
| 3rd row | +1-539-402-0259 |
| 4th row | 001-808-617-6467x12895 |
| 5th row | 001-234-203-0635x76146 |
| Value | Count | Frequency (%) |
| 229.077.5154 | 1 | 1.0% |
| 001-949-844-8787 | 1 | 1.0% |
| 1-539-402-0259 | 1 | 1.0% |
| 001-808-617-6467x12895 | 1 | 1.0% |
| 001-234-203-0635x76146 | 1 | 1.0% |
| 283)437-3886x88321 | 1 | 1.0% |
| 496)452-6181x3291 | 1 | 1.0% |
| 001-583-352-7197x297 | 1 | 1.0% |
| 854-138-4911x5772 | 1 | 1.0% |
| 739.218.2516x459 | 1 | 1.0% |
| Other values (90) | 90 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 159 | |
| 0 | 153 | |
| - | 144 | |
| 4 | 135 | |
| 7 | 129 | |
| 6 | 128 | |
| 8 | 127 | |
| 2 | 126 | |
| 5 | 126 | |
| 3 | 118 | |
| Other values (6) | 251 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 1296 | |
| Dash Punctuation | 144 | 9.0% |
| Lowercase Letter | 57 | 3.6% |
| Other Punctuation | 40 | 2.5% |
| Open Punctuation | 24 | 1.5% |
| Close Punctuation | 24 | 1.5% |
| Math Symbol | 11 | 0.7% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 159 | |
| 0 | 153 | |
| 4 | 135 | |
| 7 | 129 | |
| 6 | 128 | |
| 8 | 127 | |
| 2 | 126 | |
| 5 | 126 | |
| 3 | 118 | |
| 9 | 95 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 144 |
Lowercase Letter
| Value | Count | Frequency (%) |
| x | 57 |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 40 |
Open Punctuation
| Value | Count | Frequency (%) |
| ( | 24 |
Close Punctuation
| Value | Count | Frequency (%) |
| ) | 24 |
Math Symbol
| Value | Count | Frequency (%) |
| + | 11 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 1539 | |
| Latin | 57 | 3.6% |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 1 | 159 | |
| 0 | 153 | |
| - | 144 | |
| 4 | 135 | |
| 7 | 129 | |
| 6 | 128 | |
| 8 | 127 | |
| 2 | 126 | |
| 5 | 126 | |
| 3 | 118 | |
| Other values (5) | 194 |
Latin
| Value | Count | Frequency (%) |
| x | 57 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 1596 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 1 | 159 | |
| 0 | 153 | |
| - | 144 | |
| 4 | 135 | |
| 7 | 129 | |
| 6 | 128 | |
| 8 | 127 | |
| 2 | 126 | |
| 5 | 126 | |
| 3 | 118 | |
| Other values (6) | 251 |
Phone 2
Text
Unique 
| Distinct | 100 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 932.0 B |
Length
| Max length | 22 |
|---|---|
| Median length | 19 |
| Mean length | 16.69 |
| Min length | 10 |
Unique
| Unique | 100 ? |
|---|---|
| Unique (%) | 100.0% |
Sample
| 1st row | 397.884.0519x718 |
|---|---|
| 2nd row | 686-620-1820x944 |
| 3rd row | (496)978-3969x58947 |
| 4th row | +1-813-324-8756 |
| 5th row | 001-199-446-3860x3486 |
| Value | Count | Frequency (%) |
| 397.884.0519x718 | 1 | 1.0% |
| 855)713-8773 | 1 | 1.0% |
| 496)978-3969x58947 | 1 | 1.0% |
| 1-813-324-8756 | 1 | 1.0% |
| 001-199-446-3860x3486 | 1 | 1.0% |
| 999-728-1637 | 1 | 1.0% |
| 1-247-266-0963x4995 | 1 | 1.0% |
| 001-333-145-0369 | 1 | 1.0% |
| 1-448-910-2276x729 | 1 | 1.0% |
| 001-054-401-0347x617 | 1 | 1.0% |
| Other values (90) | 90 |
Most occurring characters
| Value | Count | Frequency (%) |
| - | 175 | |
| 1 | 171 | |
| 0 | 161 | |
| 6 | 147 | |
| 4 | 145 | |
| 8 | 134 | |
| 7 | 124 | |
| 2 | 119 | |
| 3 | 117 | |
| 5 | 112 | |
| Other values (6) | 264 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 1337 | |
| Dash Punctuation | 175 | 10.5% |
| Lowercase Letter | 64 | 3.8% |
| Other Punctuation | 34 | 2.0% |
| Open Punctuation | 21 | 1.3% |
| Close Punctuation | 21 | 1.3% |
| Math Symbol | 17 | 1.0% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 171 | |
| 0 | 161 | |
| 6 | 147 | |
| 4 | 145 | |
| 8 | 134 | |
| 7 | 124 | |
| 2 | 119 | |
| 3 | 117 | |
| 5 | 112 | |
| 9 | 107 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 175 |
Lowercase Letter
| Value | Count | Frequency (%) |
| x | 64 |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 34 |
Open Punctuation
| Value | Count | Frequency (%) |
| ( | 21 |
Close Punctuation
| Value | Count | Frequency (%) |
| ) | 21 |
Math Symbol
| Value | Count | Frequency (%) |
| + | 17 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 1605 | |
| Latin | 64 | 3.8% |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| - | 175 | |
| 1 | 171 | |
| 0 | 161 | |
| 6 | 147 | |
| 4 | 145 | |
| 8 | 134 | |
| 7 | 124 | |
| 2 | 119 | |
| 3 | 117 | |
| 5 | 112 | |
| Other values (5) | 200 |
Latin
| Value | Count | Frequency (%) |
| x | 64 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 1669 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| - | 175 | |
| 1 | 171 | |
| 0 | 161 | |
| 6 | 147 | |
| 4 | 145 | |
| 8 | 134 | |
| 7 | 124 | |
| 2 | 119 | |
| 3 | 117 | |
| 5 | 112 | |
| Other values (6) | 264 |
Email
Text
Unique 
| Distinct | 100 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 932.0 B |
Length
| Max length | 34 |
|---|---|
| Median length | 29 |
| Mean length | 22.92 |
| Min length | 15 |
Unique
| Unique | 100 ? |
|---|---|
| Unique (%) | 100.0% |
Sample
| 1st row | zunigavanessa@smith.info |
|---|---|
| 2nd row | vmata@colon.com |
| 3rd row | beckycarr@hogan.com |
| 4th row | stanleyblackwell@benson.org |
| 5th row | colinalvarado@miles.net |
| Value | Count | Frequency (%) |
| zunigavanessa@smith.info | 1 | 1.0% |
| alex56@walls.org | 1 | 1.0% |
| beckycarr@hogan.com | 1 | 1.0% |
| stanleyblackwell@benson.org | 1 | 1.0% |
| colinalvarado@miles.net | 1 | 1.0% |
| louis27@gilbert.com | 1 | 1.0% |
| tgates@cantrell.com | 1 | 1.0% |
| asnow@colon.com | 1 | 1.0% |
| mariokhan@ryan-pope.org | 1 | 1.0% |
| mdyer@escobar.net | 1 | 1.0% |
| Other values (90) | 90 |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 189 | 8.2% |
| o | 187 | 8.2% |
| a | 185 | 8.1% |
| r | 168 | 7.3% |
| n | 164 | 7.2% |
| c | 124 | 5.4% |
| l | 120 | 5.2% |
| i | 112 | 4.9% |
| m | 108 | 4.7% |
| s | 102 | 4.5% |
| Other values (29) | 833 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 2012 | |
| Other Punctuation | 200 | 8.7% |
| Decimal Number | 46 | 2.0% |
| Dash Punctuation | 34 | 1.5% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 189 | 9.4% |
| o | 187 | 9.3% |
| a | 185 | 9.2% |
| r | 168 | 8.3% |
| n | 164 | 8.2% |
| c | 124 | 6.2% |
| l | 120 | 6.0% |
| i | 112 | 5.6% |
| m | 108 | 5.4% |
| s | 102 | 5.1% |
| Other values (16) | 553 |
Decimal Number
| Value | Count | Frequency (%) |
| 8 | 8 | |
| 6 | 8 | |
| 7 | 7 | |
| 2 | 5 | |
| 4 | 5 | |
| 5 | 4 | |
| 9 | 3 | 6.5% |
| 0 | 3 | 6.5% |
| 1 | 2 | 4.3% |
| 3 | 1 | 2.2% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 100 | |
| @ | 100 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 34 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 2012 | |
| Common | 280 | 12.2% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 189 | 9.4% |
| o | 187 | 9.3% |
| a | 185 | 9.2% |
| r | 168 | 8.3% |
| n | 164 | 8.2% |
| c | 124 | 6.2% |
| l | 120 | 6.0% |
| i | 112 | 5.6% |
| m | 108 | 5.4% |
| s | 102 | 5.1% |
| Other values (16) | 553 |
Common
| Value | Count | Frequency (%) |
| . | 100 | |
| @ | 100 | |
| - | 34 | 12.1% |
| 8 | 8 | 2.9% |
| 6 | 8 | 2.9% |
| 7 | 7 | 2.5% |
| 2 | 5 | 1.8% |
| 4 | 5 | 1.8% |
| 5 | 4 | 1.4% |
| 9 | 3 | 1.1% |
| Other values (3) | 6 | 2.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 2292 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| e | 189 | 8.2% |
| o | 187 | 8.2% |
| a | 185 | 8.1% |
| r | 168 | 7.3% |
| n | 164 | 7.2% |
| c | 124 | 5.4% |
| l | 120 | 5.2% |
| i | 112 | 4.9% |
| m | 108 | 4.7% |
| s | 102 | 4.5% |
| Other values (29) | 833 |
| Distinct | 96 |
|---|---|
| Distinct (%) | 96.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 932.0 B |
| Minimum | 2020-01-13 00:00:00 |
|---|---|
| Maximum | 2022-05-26 00:00:00 |
| Invalid dates | 0 |
| Invalid dates (%) | 0.0% |
Histogram with fixed size bins (bins=50)
Website
Text
Unique 
| Distinct | 100 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 932.0 B |
Length
| Max length | 33 |
|---|---|
| Median length | 27 |
| Mean length | 22.64 |
| Min length | 15 |
Unique
| Unique | 100 ? |
|---|---|
| Unique (%) | 100.0% |
Sample
| 1st row | http://www.stephenson.com/ |
|---|---|
| 2nd row | http://www.hobbs.com/ |
| 3rd row | http://www.lawrence.com/ |
| 4th row | http://www.good-lyons.com/ |
| 5th row | https://goodwin-ingram.com/ |
| Value | Count | Frequency (%) |
| http://www.stephenson.com | 1 | 1.0% |
| http://www.beck.com | 1 | 1.0% |
| http://www.lawrence.com | 1 | 1.0% |
| http://www.good-lyons.com | 1 | 1.0% |
| https://goodwin-ingram.com | 1 | 1.0% |
| http://www.berger.net | 1 | 1.0% |
| https://www.le.com | 1 | 1.0% |
| https://hammond-ramsey.com | 1 | 1.0% |
| https://www.bullock.net | 1 | 1.0% |
| https://arias.com | 1 | 1.0% |
| Other values (90) | 90 |
Most occurring characters
| Value | Count | Frequency (%) |
| / | 300 | |
| t | 232 | 10.2% |
| w | 159 | 7.0% |
| o | 150 | 6.6% |
| . | 150 | 6.6% |
| h | 133 | 5.9% |
| p | 115 | 5.1% |
| s | 106 | 4.7% |
| : | 100 | 4.4% |
| m | 99 | 4.4% |
| Other values (20) | 720 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 1682 | |
| Other Punctuation | 550 | 24.3% |
| Dash Punctuation | 32 | 1.4% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| t | 232 | |
| w | 159 | 9.5% |
| o | 150 | 8.9% |
| h | 133 | 7.9% |
| p | 115 | 6.8% |
| s | 106 | 6.3% |
| m | 99 | 5.9% |
| c | 96 | 5.7% |
| e | 91 | 5.4% |
| r | 82 | 4.9% |
| Other values (16) | 419 |
Other Punctuation
| Value | Count | Frequency (%) |
| / | 300 | |
| . | 150 | |
| : | 100 | 18.2% |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 32 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 1682 | |
| Common | 582 | 25.7% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| t | 232 | |
| w | 159 | 9.5% |
| o | 150 | 8.9% |
| h | 133 | 7.9% |
| p | 115 | 6.8% |
| s | 106 | 6.3% |
| m | 99 | 5.9% |
| c | 96 | 5.7% |
| e | 91 | 5.4% |
| r | 82 | 4.9% |
| Other values (16) | 419 |
Common
| Value | Count | Frequency (%) |
| / | 300 | |
| . | 150 | |
| : | 100 | 17.2% |
| - | 32 | 5.5% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 2264 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| / | 300 | |
| t | 232 | 10.2% |
| w | 159 | 7.0% |
| o | 150 | 6.6% |
| . | 150 | 6.6% |
| h | 133 | 5.9% |
| p | 115 | 5.1% |
| s | 106 | 4.7% |
| : | 100 | 4.4% |
| m | 99 | 4.4% |
| Other values (20) | 720 |
Interactions
Missing values
A simple visualization of nullity by column.
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.
Sample
| Index | Customer Id | First Name | Last Name | Company | City | Country | Phone 1 | Phone 2 | Subscription Date | Website | ||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 1 | DD37Cf93aecA6Dc | Sheryl | Baxter | Rasmussen Group | East Leonard | Chile | 229.077.5154 | 397.884.0519x718 | zunigavanessa@smith.info | 2020-08-24 | http://www.stephenson.com/ |
| 1 | 2 | 1Ef7b82A4CAAD10 | Preston | Lozano | Vega-Gentry | East Jimmychester | Djibouti | 5153435776 | 686-620-1820x944 | vmata@colon.com | 2021-04-23 | http://www.hobbs.com/ |
| 2 | 3 | 6F94879bDAfE5a6 | Roy | Berry | Murillo-Perry | Isabelborough | Antigua and Barbuda | +1-539-402-0259 | (496)978-3969x58947 | beckycarr@hogan.com | 2020-03-25 | http://www.lawrence.com/ |
| 3 | 4 | 5Cef8BFA16c5e3c | Linda | Olsen | Dominguez, Mcmillan and Donovan | Bensonview | Dominican Republic | 001-808-617-6467x12895 | +1-813-324-8756 | stanleyblackwell@benson.org | 2020-06-02 | http://www.good-lyons.com/ |
| 4 | 5 | 053d585Ab6b3159 | Joanna | Bender | Martin, Lang and Andrade | West Priscilla | Slovakia (Slovak Republic) | 001-234-203-0635x76146 | 001-199-446-3860x3486 | colinalvarado@miles.net | 2021-04-17 | https://goodwin-ingram.com/ |
| 5 | 6 | 2d08FB17EE273F4 | Aimee | Downs | Steele Group | Chavezborough | Bosnia and Herzegovina | (283)437-3886x88321 | 999-728-1637 | louis27@gilbert.com | 2020-02-25 | http://www.berger.net/ |
| 6 | 7 | EA4d384DfDbBf77 | Darren | Peck | Lester, Woodard and Mitchell | Lake Ana | Pitcairn Islands | (496)452-6181x3291 | +1-247-266-0963x4995 | tgates@cantrell.com | 2021-08-24 | https://www.le.com/ |
| 7 | 8 | 0e04AFde9f225dE | Brett | Mullen | Sanford, Davenport and Giles | Kimport | Bulgaria | 001-583-352-7197x297 | 001-333-145-0369 | asnow@colon.com | 2021-04-12 | https://hammond-ramsey.com/ |
| 8 | 9 | C2dE4dEEc489ae0 | Sheryl | Meyers | Browning-Simon | Robersonstad | Cyprus | 854-138-4911x5772 | +1-448-910-2276x729 | mariokhan@ryan-pope.org | 2020-01-13 | https://www.bullock.net/ |
| 9 | 10 | 8C2811a503C7c5a | Michelle | Gallagher | Beck-Hendrix | Elaineberg | Timor-Leste | 739.218.2516x459 | 001-054-401-0347x617 | mdyer@escobar.net | 2021-11-08 | https://arias.com/ |
| Index | Customer Id | First Name | Last Name | Company | City | Country | Phone 1 | Phone 2 | Subscription Date | Website | ||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 90 | 91 | 5ef6d3eefdD43bE | Nina | Chavez | Byrd-Campbell | Cassidychester | Bhutan | 053-344-3205 | +1-330-920-5422x571 | elliserica@frank.com | 2020-03-26 | https://www.pugh.com/ |
| 91 | 92 | 98b3aeDcC3B9FF3 | Shane | Foley | Rocha-Hart | South Dannymouth | Hungary | +1-822-569-0302 | 001-626-114-5844x55073 | nsteele@sparks.com | 2021-07-06 | https://www.holt-sparks.com/ |
| 92 | 93 | aAb6AFc7AfD0fF3 | Collin | Ayers | Lamb-Peterson | South Lonnie | Anguilla | 404-645-5351x012 | 001-257-582-8850x8516 | dudleyemily@gonzales.biz | 2021-06-29 | http://www.ruiz.com/ |
| 93 | 94 | 54B5B5Fe9F1B6C5 | Sherry | Young | Lee, Lucero and Johnson | Frankchester | Solomon Islands | 158-687-1764 | (438)375-6207x003 | alan79@gates-mclaughlin.com | 2021-04-04 | https://travis.net/ |
| 94 | 95 | BE91A0bdcA49Bbc | Darrell | Douglas | Newton, Petersen and Mathis | Daisyborough | Mali | 001-084-845-9524x1777 | 001-769-564-6303 | grayjean@lowery-good.com | 2022-02-17 | https://banks.biz/ |
| 95 | 96 | cb8E23e48d22Eae | Karl | Greer | Carey LLC | East Richard | Guyana | (188)169-1674x58692 | 001-841-293-3519x614 | hhart@jensen.com | 2022-01-30 | http://hayes-perez.com/ |
| 96 | 97 | CeD220bdAaCfaDf | Lynn | Atkinson | Ware, Burns and Oneal | New Bradview | Sri Lanka | +1-846-706-2218 | 605.413.3198 | vkemp@ferrell.com | 2021-07-10 | https://novak-allison.com/ |
| 97 | 98 | 28CDbC0dFe4b1Db | Fred | Guerra | Schmitt-Jones | Ortegaland | Solomon Islands | +1-753-067-8419x7170 | +1-632-666-7507x92121 | swagner@kane.org | 2021-09-18 | https://www.ross.com/ |
| 98 | 99 | c23d1D9EE8DEB0A | Yvonne | Farmer | Fitzgerald-Harrell | Lake Elijahview | Aruba | (530)311-9786 | 001-869-452-0943x12424 | mccarthystephen@horn-green.biz | 2021-08-11 | http://watkins.info/ |
| 99 | 100 | 2354a0E336A91A1 | Clarence | Haynes | Le, Nash and Cross | Judymouth | Honduras | (753)813-6941 | 783.639.1472 | colleen91@faulkner.biz | 2020-03-11 | http://www.hatfield-saunders.net/ |